"""simple docstring"""






import json
import os
import unittest

from transformers.models.gptsan_japanese.tokenization_gptsan_japanese import (
    VOCAB_FILES_NAMES,
    GPTSanJapaneseTokenizer,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin

@require_tokenizers
class lowerCamelCase		(__snake_case     ,     unittest.TestCase   ):






					'''simple docstring'''


					a 						=		GPTSanJapaneseTokenizer
					a 						=		False
					a 						=		{'do_clean_text': False, 'add_prefix_space': False}



					def       lowerCAmelCase_       (    self      :					Union[str, Any]		)				->							Tuple:
									super().setUp()

									# fmt: off
									SCREAMING_SNAKE_CASE__			=					["こん", "こんに", "にちは", "ばんは", "世界,㔺界", "、", "。", "<BR>", "<SP>", "<TAB>", "<URL>", "<EMAIL>", "<TEL>", "<DATE>", "<PRICE>", "<BLOCK>", "<KIGOU>", "<U2000U2BFF>", "<|emoji1|>", "<unk>", "<|bagoftoken|>", "<|endoftext|>"]
									# fmt: on
									SCREAMING_SNAKE_CASE__			=					{"emoji": {"\ud83d\ude00": "<|emoji1|>"}, "emoji_inv": {"<|emoji1|>": "\ud83d\ude00"}}  # 😀
									SCREAMING_SNAKE_CASE__			=					{"unk_token": "<unk>"}

									SCREAMING_SNAKE_CASE__			=					os.path.join(self.tmpdirname ,			VOCAB_FILES_NAMES["vocab_file"]		)
									SCREAMING_SNAKE_CASE__			=					os.path.join(self.tmpdirname ,			VOCAB_FILES_NAMES["emoji_file"]		)
									with open(self.vocab_file ,			"w" ,			encoding="utf-8"		) as vocab_writer:
													vocab_writer.write("".join([x + "\n" for x in vocab_tokens]		)		)
									with open(self.emoji_file ,			"w"		) as emoji_writer:
													emoji_writer.write(json.dumps(_snake_case		)		)



					def       lowerCAmelCase_       (    self      :					Dict ,			**_snake_case      :					List[str]		)				->							Dict:
									kwargs.update(self.special_tokens_map		)
									return GPTSanJapaneseTokenizer.from_pretrained(self.tmpdirname ,			**_snake_case		)



					def       lowerCAmelCase_       (    self      :					List[str] ,			_snake_case      :					Optional[Any]		)				->							Union[str, Any]:
									SCREAMING_SNAKE_CASE__			=					"こんにちは、世界。 \nこんばんは、㔺界。😀"
									SCREAMING_SNAKE_CASE__			=					"こんにちは、世界。 \nこんばんは、世界。😀"
									return input_text, output_text



					def       lowerCAmelCase_       (    self      :					int ,			_snake_case      :					List[Any]		)				->							str:
									SCREAMING_SNAKE_CASE__	,							SCREAMING_SNAKE_CASE__			=					self.get_input_output_texts(_snake_case		)
									SCREAMING_SNAKE_CASE__			=					tokenizer.encode(_snake_case ,			add_special_tokens=_snake_case		)
									SCREAMING_SNAKE_CASE__			=					tokenizer.decode(_snake_case ,			clean_up_tokenization_spaces=_snake_case		)
									return text, ids



					def       lowerCAmelCase_       (    self      :					Dict		)				->							List[str]:
									pass  # TODO add if relevant



					def       lowerCAmelCase_       (    self      :					str		)				->							Optional[Any]:
									pass  # TODO add if relevant



					def       lowerCAmelCase_       (    self      :					str		)				->							Optional[int]:
									pass  # TODO add if relevant



					def       lowerCAmelCase_       (    self      :					List[Any]		)				->							str:
									SCREAMING_SNAKE_CASE__			=					self.get_tokenizer()

									# Testing tokenization
									SCREAMING_SNAKE_CASE__			=					"こんにちは、世界。　こんばんは、㔺界。"
									SCREAMING_SNAKE_CASE__			=					["こん", "にちは", "、", "世界", "。", "<SP>", "こん", "ばんは", "、", "㔺界", "。"]
									SCREAMING_SNAKE_CASE__			=					tokenizer.tokenize(_snake_case		)
									self.assertListEqual(_snake_case ,			_snake_case		)

									# Testing conversion to ids without special tokens
									SCREAMING_SNAKE_CASE__			=					[0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6]
									SCREAMING_SNAKE_CASE__			=					tokenizer.convert_tokens_to_ids(_snake_case		)
									self.assertListEqual(_snake_case ,			_snake_case		)

									# Testing conversion to ids with special tokens
									SCREAMING_SNAKE_CASE__			=					tokens + [tokenizer.unk_token]
									SCREAMING_SNAKE_CASE__			=					[0, 2, 5, 4, 6, 8, 0, 3, 5, 4, 6, 19]
									SCREAMING_SNAKE_CASE__			=					tokenizer.convert_tokens_to_ids(_snake_case		)
									self.assertListEqual(_snake_case ,			_snake_case		)



					def       lowerCAmelCase_       (    self      :					Optional[int]		)				->							Any:
									SCREAMING_SNAKE_CASE__			=					self.get_tokenizer()

									# Testing tokenization
									SCREAMING_SNAKE_CASE__			=					"こんにちは、<|bagoftoken|>世界。こんばんは、<|bagoftoken|>㔺界。"
									SCREAMING_SNAKE_CASE__			=					"こんにちは、、、、世界。こんばんは、、、、世界。"
									SCREAMING_SNAKE_CASE__			=					tokenizer.encode(_snake_case		)
									SCREAMING_SNAKE_CASE__			=					tokenizer.decode(_snake_case		)
									self.assertEqual(_snake_case ,			_snake_case		)



					@slow
					def       lowerCAmelCase_       (    self      :					Union[str, Any]		)				->							str:
									SCREAMING_SNAKE_CASE__			=					self.tokenizer_class.from_pretrained("Tanrei/GPTSAN-japanese"		)

									# Testing tokenization
									SCREAMING_SNAKE_CASE__			=					"こんにちは、世界。"
									SCREAMING_SNAKE_CASE__			=					"こんばんは、㔺界。😀"
									SCREAMING_SNAKE_CASE__			=					"こんにちは、世界。こんばんは、世界。😀"
									SCREAMING_SNAKE_CASE__			=					tokenizer.encode(prefix_text + input_text		)
									SCREAMING_SNAKE_CASE__			=					tokenizer.encode("" ,			prefix_text=prefix_text + input_text		)
									SCREAMING_SNAKE_CASE__			=					tokenizer.encode(_snake_case ,			prefix_text=_snake_case		)
									SCREAMING_SNAKE_CASE__			=					tokenizer.decode(_snake_case		)
									SCREAMING_SNAKE_CASE__			=					tokenizer.decode(_snake_case		)
									SCREAMING_SNAKE_CASE__			=					tokenizer.decode(_snake_case		)
									self.assertEqual(_snake_case ,			_snake_case		)
									self.assertEqual(_snake_case ,			_snake_case		)
									self.assertEqual(_snake_case ,			_snake_case		)



					@slow
					def       lowerCAmelCase_       (    self      :					Any		)				->							int:
									SCREAMING_SNAKE_CASE__			=					self.tokenizer_class.from_pretrained("Tanrei/GPTSAN-japanese"		)

									# Testing tokenization
									SCREAMING_SNAKE_CASE__			=					"こんにちは、世界。"
									SCREAMING_SNAKE_CASE__			=					"こんばんは、㔺界。😀"

									SCREAMING_SNAKE_CASE__			=					len(tokenizer.encode(_snake_case		)		) - 2
									SCREAMING_SNAKE_CASE__			=					len(tokenizer.encode(_snake_case		)		) - 2

									SCREAMING_SNAKE_CASE__			=					[1] + [0] * (len_prefix + len_text + 1)
									SCREAMING_SNAKE_CASE__			=					[1] * (len_prefix + len_text + 1) + [0]
									SCREAMING_SNAKE_CASE__			=					[1] + [1] * (len_prefix) + [0] * (len_text + 1)

									SCREAMING_SNAKE_CASE__			=					tokenizer(prefix_text + input_text		).token_type_ids
									SCREAMING_SNAKE_CASE__			=					tokenizer("" ,			prefix_text=prefix_text + input_text		).token_type_ids
									SCREAMING_SNAKE_CASE__			=					tokenizer(_snake_case ,			prefix_text=_snake_case		).token_type_ids
									self.assertListEqual(_snake_case ,			_snake_case		)
									self.assertListEqual(_snake_case ,			_snake_case		)
									self.assertListEqual(_snake_case ,			_snake_case		)



					@slow
					def       lowerCAmelCase_       (    self      :					Tuple		)				->							int:
									SCREAMING_SNAKE_CASE__			=					self.tokenizer_class.from_pretrained("Tanrei/GPTSAN-japanese"		)

									SCREAMING_SNAKE_CASE__			=					tokenizer.encode("あンいワ"		)
									SCREAMING_SNAKE_CASE__			=					tokenizer.encode("" ,			prefix_text="あンいワ"		)
									SCREAMING_SNAKE_CASE__			=					tokenizer.encode("いワ" ,			prefix_text="あン"		)

									self.assertEqual(tokenizer.decode(_snake_case		) ,			tokenizer.decode(_snake_case		)		)
									self.assertEqual(tokenizer.decode(_snake_case		) ,			tokenizer.decode(_snake_case		)		)
									self.assertNotEqual(_snake_case ,			_snake_case		)
									self.assertNotEqual(_snake_case ,			_snake_case		)
									self.assertEqual(x_token_a[1] ,			x_token_a[-1]		)  # SEG token
									self.assertEqual(x_token_a[1] ,			x_token_a[3]		)  # SEG token



					@slow
					def       lowerCAmelCase_       (    self      :					Union[str, Any]		)				->							List[str]:
									SCREAMING_SNAKE_CASE__			=					self.tokenizer_class.from_pretrained("Tanrei/GPTSAN-japanese"		)

									SCREAMING_SNAKE_CASE__			=					[["武田信玄", "は、"], ["織田信長", "の配下の、"]]
									SCREAMING_SNAKE_CASE__			=					tokenizer(_snake_case ,			padding=_snake_case		)
									SCREAMING_SNAKE_CASE__			=					tokenizer.batch_encode_plus(_snake_case ,			padding=_snake_case		)

									# fmt: off
									SCREAMING_SNAKE_CASE__			=					[[35993, 8640, 25948, 35998, 30647, 35675, 35999, 35999], [35993, 10382, 9868, 35998, 30646, 9459, 30646, 35675]]
									SCREAMING_SNAKE_CASE__			=					[[1, 1, 1, 0, 0, 0, 0, 0], [1, 1, 1, 0, 0, 0, 0, 0]]
									SCREAMING_SNAKE_CASE__			=					[[1, 1, 1, 1, 1, 1, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1]]
									# fmt: on
									self.assertListEqual(x_token.input_ids ,			_snake_case		)
									self.assertListEqual(x_token.token_type_ids ,			_snake_case		)
									self.assertListEqual(x_token.attention_mask ,			_snake_case		)
									self.assertListEqual(x_token_a.input_ids ,			_snake_case		)
									self.assertListEqual(x_token_a.token_type_ids ,			_snake_case		)
									self.assertListEqual(x_token_a.attention_mask ,			_snake_case		)



					def       lowerCAmelCase_       (    self      :					Tuple		)				->							int:
									pass



					def       lowerCAmelCase_       (    self      :					Tuple		)				->							Union[str, Any]:
									pass








"""simple docstring"""



from collections import Counter
from timeit import timeit
def      UpperCAmelCase     (       _lowercase :   str = ""			,   )						-> bool:


	"""simple docstring"""




	return sum(c % 2 for c in Counter(input_str.replace(''' '''			,   ''''''	).lower()	).values()	) < 2
def      UpperCAmelCase     (       _lowercase :   str = ""	)						-> bool:


	"""simple docstring"""




	if len(_lowercase	) == 0:
		return True
	lowerCAmelCase_      							=			input_str.replace(''' '''			,   ''''''	).lower()
	# character_freq_dict: Stores the frequency of every character in the input string
	lowerCAmelCase_      							=			{}

	for character in lower_case_input_str:
		lowerCAmelCase_      							=			character_freq_dict.get(_lowercase			,   0	) + 1
	lowerCAmelCase_      							=			0

	for character_count in character_freq_dict.values():
		if character_count % 2:
			odd_char += 1
	if odd_char > 1:
		return False
	return True
def      UpperCAmelCase     (       _lowercase :   str = ""	)						-> None:


	"""simple docstring"""




	print('''\nFor string = '''			,   _lowercase			,   ''':'''	)
	print(
	    '''> can_string_be_rearranged_as_palindrome_counter()'''			,   '''\tans ='''			,   can_string_be_rearranged_as_palindrome_counter(_lowercase	)			,   '''\ttime ='''			,   timeit(
	        '''z.can_string_be_rearranged_as_palindrome_counter(z.check_str)'''			,   setup='''import __main__ as z'''			,   )			,   '''seconds'''			,   )
	print(
	    '''> can_string_be_rearranged_as_palindrome()'''			,   '''\tans ='''			,   can_string_be_rearranged_as_palindrome(_lowercase	)			,   '''\ttime ='''			,   timeit(
	        '''z.can_string_be_rearranged_as_palindrome(z.check_str)'''			,   setup='''import __main__ as z'''			,   )			,   '''seconds'''			,   )


if __name__ == "__main__":
		lowercase_							=							input(
		    'Enter string to determine if it can be rearranged as a palindrome or not: '
		).strip()
		benchmark(check_str)
		lowercase_							=							can_string_be_rearranged_as_palindrome_counter(check_str)
		print(f"""{check_str} can {'' if status else 'not '}be rearranged as a palindrome""")